Combined Parametric-Nonparametric Identification of Block-Oriented Systems

• Κύριος συγγραφέας: Mzyk, Grzegorz (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Lecture Notes in Control and Information Sciences, 454
• Θέματα: Engineering.; System theory.; Statistical physics.; Control engineering.; Control.; Systems Theory, Control.; Nonlinear Dynamics.

This book considers a problem of block-oriented nonlinear dynamic system identification in the presence of random disturbances. This class of systems includes various interconnections of linear dynamic blocks and static nonlinear elements, e.g., Hammerstein system, Wiener system, Wiener-Hammerstein...

Πίνακας περιεχομένων:

• Hammerstein system
• Wiener system
• Wiener-Hammerstein (sandwich) system
• Large-scale interconnected systems
• Structure detection and model order selection
• Time-varying systems
• Simulation studies
• Summary.